On-prem speech & language AI,
answering in your own voice.
A private-cloud intelligence layer for speech, translation and reasoning — built on Whisper, NLLB-200 and Qwen 2.5. No data leaves your network.
- Live STT
- 100+ langs
- Translation
- 200+ pairs
- LLM Chat
- Qwen 32B
- Deployment
- On-prem
Try it now.
Every card below calls the same private endpoint you'd deploy for a client. Speak, type, upload, or show us a face — it all runs on-prem.
Speak — we listen, translate, and read back
Chunks of 3.5s stream to Whisper, then through NLLB, live as you talk.
Your live transcript will appear here.
Live translation will appear here.
Tip: chunks of ~3.5 seconds are streamed to Whisper as you speak. Longer phrases get cleaner transcription than single words.
Conversational AI
Streaming from Qwen 2.5 Coder 32B. Reason, summarise, draft — nothing leaves your network.
Hi — I'm your on-prem assistant (Qwen 2.5 Coder 32B). Ask me anything, from summarising a meeting to writing code or reasoning through a business problem.
Speech to text
Whisper large-v3-turbo. 100+ languages, auto detection, word-level timing.
Audio translation
Spoken Urdu, Arabic, Hindi, Chinese — translated directly to English. Whisper large-v3.
Text to text
NLLB-200 across 24 languages — instant translation between any pair.
Speak in any language — we reply in your target language, out loud
Mic streams to Whisper, through NLLB, out through Piper TTS — all on-prem.
Your live transcript will appear here.
Translated speech transcript will appear here.
Tip: 3.5-second chunks flow through Whisper → NLLB → Piper. Click Stop once to finish the current queue; click again to hard-cancel.
Neural voiceover
Piper + MMS-TTS · 23 voices across English, Arabic, Urdu, Hindi, Chinese, Korean, Bengali, Tamil, Telugu, Gujarati, Marathi, Punjabi, Vietnamese, Thai and more.
Speak in any voice
Chatterbox-multilingual · upload an 8–15s clean reference clip, then speak (or type) what you want said. Output plays in the reference speaker's voice across 23 languages — best results when reference and output are the same language.
Tip: for the most natural result, record a 10–15s reference in a quiet room and keep reference and output in the same language. Slow speed slightly (0.92–0.95×) if it sounds rushed.
Drop an image — describe, OCR, or ask anything
Powered by Qwen2.5-VL — Urdu/Arabic/English text recognition, image understanding, on-prem.
Drop an image here, paste from clipboard, or
JPEG · PNG · WebP — max 6MB
Detect, enrol, recognise
InsightFace buffalo_l (RetinaFace + ArcFace 512-dim). ~15ms per face on L40S. Enrolled embeddings never leave your box.
Drop a photo, or
JPEG · PNG · WebP — max 10 MB
Tip: faces need ~20% margin around the bbox.
Sign language interpreter
Sign in front of your camera or upload a photo. We read the sign, build a transcript, and speak it out loud for a hearing listener.
Camera off
Make an ASL sign in front of the camera, then tap Read sign.
Tip: fingerspell letters one at a time to build words — we'll concatenate them in the transcript above.
Sing it. Ship it.
Crepe + pyworld autotune · MusicGen-melody backing track · htdemucs cleanup. Record 10–15s of singing, pick a vibe, get back a mixed song.
Tip: dry vocal works best — record in a quiet room, no backing track. The instrumental step (MusicGen) takes 30–60s; the rest is fast.
Where it fits.
It isn't only ad-tracking. The same on-prem stack works wherever voice, language and compliance meet — any team with calls, audio, documents or customers that speak more than one language.
Media & Broadcasting
Radio, TV and podcast monitoring at scale.
- 01Ad-break detection & brand tracking
- 02Live captioning and SRT generation
- 03Programme archive search
- 04Cross-channel content matching
Banking & Finance
Compliance-grade audio, Urdu / Arabic / English.
- 01Call-centre QA & script adherence
- 02Regulatory call transcripts
- 03Fraud-pattern detection from voice
- 04Multilingual onboarding & KYC
Healthcare & Telemedicine
Doctor-patient privacy, kept on-premise.
- 01Consultation note dictation
- 02Patient intake in native language
- 03Emergency-line triage routing
- 04Report translation across languages
Government & Public Sector
Hansard-quality records, under your control.
- 01Parliament & assembly transcripts
- 02311 / public-service hotlines
- 03Citizen document digitisation
- 04Cross-dialect case records
Legal & Compliance
Depositions, contracts, evidence — searchable.
- 01Deposition & hearing transcripts
- 02Multilingual contract review
- 03Evidence audio analysis
- 04Case-law research with LLM
Customer Service & BPO
Real-time assist for every agent.
- 01Live agent suggestions
- 02Call-level QA scoring
- 03Auto post-call summaries
- 04Urdu ↔ English code-switching
Education & EdTech
Lectures that caption and translate themselves.
- 01Auto-captioned lectures
- 02Multilingual AI tutors
- 03Student note generation
- 04Research paper translation
Insurance
From first-notice-of-loss to settlement.
- 01Claim-call transcription
- 02Fraud signal detection
- 03Policy document translation
- 04Voice-first claim intake
Telecom & Networks
NOC, sales and IVR — in every dialect.
- 01Outage call logs
- 02Multilingual IVR flows
- 03Churn prediction from calls
- 04Sales QA and coaching
Logistics & Field Ops
Voice-first ops for drivers and dispatch.
- 01Driver voice reports
- 02Dispatch transcripts
- 03Cargo documentation translation
- 04Route-planning chatbots
Hospitality & Tourism
Arabic / Urdu concierge, always on.
- 01AI concierge & front desk
- 02Reservation-call transcripts
- 03Tour-audio translation
- 04Menu & collateral localisation
Journalism & News
Breaking-news pipeline, in your language.
- 01Press-conference live captions
- 02Quote translation & verification
- 03Interview archive search
- 04Cross-channel breaking-news alerts
Accessibility & Inclusion
Deaf, mute and mixed-ability teams, on equal footing.
- 01Sign-language → text → voice (two-way)
- 02Live captions on any audio or video
- 03Typed reply → natural-voice speech
- 04Transcripts that read back in any of 29 languages
- Retail
- E-commerce
- Real Estate
- HR & Recruitment
- Agriculture
- Defence & Intel
- Religious Scholarship
- NGO & Humanitarian
- Research & Academia
- Content Creators
If your workflow involves calls, interviews, documents or customers speaking more than one language — Jarvis already fits.
Coming next.
The capabilities rolling onto the same private endpoint over the next three quarters. Near-term work ships incrementally; enterprise and custom items ship on request.
AI Capabilities
Voice, emotion, and real-time listening.
- 01Voice CloningTrain a bespoke voice from a few minutes of reference audio.
- 02Streaming Transcription (WebSocket)Push chunked audio over a socket for sub-second captions.
- 03Speaker DiarizationTag who spoke when across multi-speaker audio.
- 04Emotion & SentimentAnger, excitement, tone — detected in-flight.
- 05Music SeparationIsolate voice from music for cleaner transcription.
Vision & Media
See the channel, parse the document.
- 01Video SummarizationAuto-summaries and key moments from any video.
- 02Subtitle GenerationSRT / VTT output from any audio or video.
- 03Live Frame AnalysisOn-screen text and brand detection from TV streams.
- 04Multi-face TrackingFollow enrolled people across long video timelines.
- 05Deepfake DetectionFlag AI-generated voices and faces in submitted media.
Intelligence & Analytics
From stream to signal.
- 01Predictive Ad SchedulingForecast when brands will run ads from historical patterns.
- 02Trending Topic DetectionSpot topics spiking across channels in real time.
- 03Event Detection & AlertsNotify when breaking news hits multiple channels.
- 04Cross-Channel MatchingFind the same content airing in multiple places.
- 05Sentiment DashboardsTrack public feeling on topics and brands over time.
Agents & Automation
Rules that run without you.
- 01Custom Agent BuilderDrag-and-drop specialised agents — no code.
- 02Workflow AutomationWhen X happens, do Y — across your whole stack.
- 03Multi-Agent CollaborationAgents working in concert on complex tasks.
- 04Human-in-the-LoopPause, approve and guide critical actions.
- 05Scheduled AI TasksCron-style AI — daily summaries, on their own.
Developer Platform
Ship in sixty seconds.
- 01SDKsOfficial Python, Node.js, Go and PHP libraries.
- 02WebhooksReal-time event pushes into your apps.
- 03Self-Service PortalSign up, get a key, start building.
- 04Sandbox & Free TierTest everything before you pay.
- 05Usage AnalyticsReal-time cost and performance visibility.
Enterprise & Trust
Air-gapped, audited, branded.
- 01On-Premise PackageDocker Compose for fully air-gapped installs.
- 02SSO & SAMLOkta, Azure AD, Google Workspace.
- 03Private Fine-TuningFine-tune Whisper or Qwen on your own data.
- 04White-LabelRebrand chat UI and API as your own product.
- 05Audit Logs & RBACEvery action logged; granular team permissions.
Where Jarvis will live
Native plugs into the tools your team already uses.
- 01Slack
- 02Microsoft Teams
- 03WhatsApp Business
- 04Zapier
- 05n8n
- 06Google Sheets
- 07Chrome Extension
- 08OBS Studio
- 09iOS
- 10Android
Dates are directional. The stack ships when it's ready — client feedback decides the sequence.